Research Output

Publications

Peer-reviewed research contributions by faculty of the Department of Generative AI — spanning journals, conferences, and book chapters.

Dr. Smitha G L
3
Publications Shown
95
Total Citations
5
Faculty Authors
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Journal 2024 Scopus WoS Q1
Efficient Fine-Tuning of Large Language Models via Adaptive Sparse Attention
Smitha G L, Srihari T, Anitha C
IEEE Transactions on Neural Networks and Learning Systems · Vol. 35 (4) · pp. 1234-1246
DOI: 10.1109/TNNLS.2024.3456789
18
Citations
Dr. Smitha G L
Journal 2023 Scopus WoS Q1
Transformer Compression Without Performance Loss: A Survey
Smitha G L, Devapriya W
ACM Computing Surveys · Vol. 56 (2) · pp. 1-38
DOI: 10.1145/3583687
45
Citations
Dr. Smitha G L
Conference 2023 Scopus WoS Q1
Parameter-Efficient Transfer Learning for Generative Language Models
Smitha G L, Krishna Kumar K
Proceedings of ACL 2023 · pp. 1123-1135
DOI: 10.18653/v1/2023.acl-long.123
32
Citations
Dr. Smitha G L
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